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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

22,592 documents

SuperMind

The document describes a Chinese equity screen that combines a daily price range threshold, current trading volume above 10,000 lots, a high opening price, and at least one limit-up event within the preceding 25 days. It presents these conditions as a way to…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This Chinese equity screen combines an RSI threshold below 65, a product of price change and a large-order flow measure, and membership in the metaverse theme. The article presents the components as technical, capital-flow, and market-theme filters. It…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese equity screen combines amplitude above 1, exclusion of stocks marked ST, selection before 10 a.m., a five-session closing-price high, and positive return. Its sample implementation estimates amplitude from the day’s high and low relative to the…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This Chinese equity screen combines three short-term signals: daily amplitude above 1%, net inflow from large orders in the afternoon, and a three-session limit-up streak ending the previous day. It interprets amplitude as evidence of price movement,…

EquitiesChina marketsMomentumVolatility
SuperMind

This document describes a Chinese A-share screening rule that combines turnover, a newly formed KDJ bullish crossover, and a rising-trend condition. Its stated turnover band is 3% to 12%. The referenced formula also checks volume trend and a positive…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This proposed Chinese stock screen combines a price-amplitude threshold, a top-five ranking by the day’s auction amount, and a focus on companies associated with the metaverse theme. The article frames the first two conditions as ways to find active stocks…

EquitiesChina marketsSentimentMomentum
SuperMind

This article proposes screening Chinese-listed stocks by combining moving-average conditions, a share-concentration threshold, a market-cap ceiling, and a requirement that the company not be loss-making. It presents moving-average alignment as a way to…

EquitiesTechnical indicatorsFactor investingChina markets
SuperMind

This proposed A-share stock screen combines a price-range condition, three consecutive daily limit-up moves ending the previous day, and a company-type filter. Its rationale is that larger price movement may indicate active trading and repeated limit-ups may…

EquitiesMomentumChina marketsBacktesting
BigQuant

The article introduces trend following as buying when prices rise and selling when they weaken, then reviews five indicators that may inform such decisions: moving averages, Bollinger Bands, MACD, RSI, and On-Balance Volume. It describes using price relative…

EquitiesTrend followingTechnical indicatorsMomentum
SuperMind

The document describes a Chinese equity screening rule that combines three signals: more than two limit-up sessions in the past ten trading days, positive institutional activity, and a latest-day position increase share above 5%. It interprets these…

EquitiesChina marketsMomentumBreakout
SuperMind

This Chinese equity screen combines a daily amplitude threshold, a reversal or engulfing-style candle pattern, sustained return on equity, and a valuation check against the industry average. The refined rules specify a pattern within the most recent three…

EquitiesChina marketsTechnical indicatorsFactor investing
SuperMind

The document presents a Chinese equity screening rule that selects stocks with turnover between 3% and 12%, circulating market value between 5 billion and 10 billion yuan, and a flagged rounded or arc-shaped price pattern. It supplies equivalent screening…

EquitiesChina marketsTechnical indicatorsStatistics
BigQuant

The report argues that ranking fund managers can reduce redundant information when one manager oversees several similar funds. It proposes tracking manager style across market capitalization, value versus growth, industry concentration, individual-stock…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

The post proposes a Chinese stock screen combining at least five overlapping moving averages, a stated concentration filter below 20%, and a 2019 dividend ratio above 25%. It frames moving-average overlap as a possible sign of an emerging or established…

EquitiesTechnical indicatorsTrend followingFactor investing
SuperMind

This article describes a Chinese equity screening idea that combines three conditions: at least five moving averages converge, the stock has recorded more than two limit-up days within ten days, and its outstanding convertible-bond name is nonempty. It…

China marketsEquitiesTechnical indicatorsMomentum
BigQuant

This research summary presents cash-flow duration as a framework for understanding why equity characteristics such as value, profitability, investment, low beta, and dividend payout are associated with returns. Duration measures the timing of a company’s…

EquitiesFactor investingPortfolio constructionStatistics
BigQuant

This brief review interprets the CSI 300’s movements through valuation bands tied to an assumed earnings growth rate. Using a 12-times valuation assumption and projected 2018 net profit growth, it describes an estimated index range and treats the July move…

EquitiesChina marketsStatistics
SuperMind

This post describes a simple Chinese A-share selection rule: rank stocks by descending fund strength, keep the five with the largest auction trading value for the day, and require the 20-day moving average to exceed the 120-day average. The author interprets…

EquitiesTechnical indicatorsMomentumChina markets
BigQuant

This research note discusses how to turn equity alpha signals into portfolio forecasts and combine multiple factors. It suggests converting factor z-scores into expected returns using average results from repeated cross-sectional regressions, and favors…

EquitiesFactor investingStatisticsPortfolio construction
SuperMind

This note describes a Chinese A-share screen for stocks whose codes begin with 60, whose turnover falls between 3% and 12%, and whose reported daily control ratio exceeds 21%. The accompanying rationale treats the control ratio as a liquidity-related…

EquitiesChina marketsTechnical indicators
SuperMind

This Chinese equity screening idea combines three conditions: daily price range above one percent, at least two limit-up events within the preceding 500 days, and a ratio between 0.5 and 2 formed from the prior day’s turnover rate and today’s opening-auction…

EquitiesChina marketsTechnical indicatorsBreakout
SuperMind

This stock selection rule filters for equities whose daily high-low range exceeds 1%, whose turnover is greater than 2% and less than 9%, and whose closing price is above its five-day moving average. The document presents the combination as a way to find…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This stock screen combines a turnover range of 3% to 12% with a rising DEA condition and alignment among at least five moving averages. It aims to find actively traded equities with upward momentum and a consistent trend structure. The document gives…

China marketsEquitiesTechnical indicatorsMomentum